Creative
PromptBeginner5 minmarkdown
use_case: Concept art for a science-fiction or fantasy film
book cover illustration
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Creative
PromptBeginner5 minmarkdown
description_short: A surreal digital artwork depicting a giant young woman holding a complex
multi-level cross-section of a vibrant
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Creative
PromptBeginner5 minmarkdown
prompt: A dreamy
artistic photograph of a young woman with brown
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Creative
PromptBeginner5 minmarkdown
Dreamy Artistic Photograph of a Young Woman in a Meadow
{
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Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Creative
PromptBeginner5 minmarkdown
4. **Proper Imports**: Group imports (standard library
third-party
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Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Creative
PromptBeginner5 minmarkdown
await ctx.report_progress(0.25
Starting search...)
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdown
This server provides tools to interact with Example API
including user search
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Marketing
PromptBeginner5 minmarkdown
team: str # Team name (e.g.
Marketing) - optional
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdown
data = await api_request(limit=params.limit
offset=params.offset)
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Coding & Debugging
PromptBeginner5 minmarkdown
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
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Coding & Debugging
PromptBeginner5 minmarkdown
This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup
tool registration patterns
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
PromptBeginner5 minmarkdown
* This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdown
const data = await apiRequest(params.limit
params.offset);
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Creative
PromptBeginner5 minmarkdown
This tool searches across all user profiles in the Example platform
supporting partial matches and various search filters. It does NOT create or modify users
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Coding & Debugging
PromptBeginner5 minmarkdown
│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
PromptBeginner5 minmarkdown
- **DO NOT use**: Old deprecated APIs such as `server.tool()`
`server.setRequestHandler(ListToolsRequestSchema
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Coding & Debugging
PromptBeginner5 minmarkdown
<question>Look for pull requests that modified files in the /api directory and were merged between January 1 and January 31
2024. How many different contributors worked on these PRs?</question>
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